Hotel near Las Vegas Strip The Westin Las Vegas Hotel & Spa

tensorflow: feature_columns said to have rank 0

running the code below gives me an error that says feature columns are rank 0. my thinking on why i wrote the code as is, is below; please tell me where I am going wrong.
given a csv with many columns, with some of them useless, I only grab the ones I need. train_y is my labels column the rest are feature columns. I then create feature columns to define how they should be used. The columns are created as categorical columns with dictionaries, except for those that are int and float. I wrap them in an indicator column and bundle them in a new list to create the model.
The data train_x is the features and train_y is the labels. These are passed into the input_fn to create a dataset. I use the create a dataset with slices function since i already pulled the data from the csv file.
I print out the dataset to see what is going on and I crash. The dataset is not convertable even though the printout says they are the correct dtype. I cannot figure this out.
 from __future__ import absolute_import from __future__ import division from __future__ import print_function import pandas as pd import numpy as np import tensorflow as tf train = pd.read_csv('./vegas2.csv', usecols=['Score', 'Period_of_stay', 'Traveler_type', 'Pool', 'Gym', 'Tennis_court', 'Spa', 'Casino', 'Free_internet', 'Hotel_name', 'Hotel_stars', 'Review_month']) train_x, train_y = train, train.pop('Traveler_type') print("*******************************") print(train_x) print("*******************************") print(train_y) score = tf.feature_column.numeric_column( 'Score', [1, 2, 3, 4, 5] ) stay_period = tf.feature_column.categorical_column_with_vocabulary_list( 'Period_of_stay', ['Dec-Feb', 'Mar-May', 'Jun-Aug', 'Sep-Nov'] ) traveler_type = tf.feature_column.categorical_column_with_vocabulary_list( 'Traveler_type', ['Friends', 'Business', 'Families', 'Couples', 'Solo']) pool = tf.feature_column.categorical_column_with_vocabulary_list( 'Pool', ['YES', 'NO']) gym = tf.feature_column.categorical_column_with_vocabulary_list( 'Gym', ['YES', 'NO']) tennis_court = tf.feature_column.categorical_column_with_vocabulary_list( 'Tennis_court', ['YES', 'NO']) spa = tf.feature_column.categorical_column_with_vocabulary_list( 'Spa', ['YES', 'NO']) casino = tf.feature_column.categorical_column_with_vocabulary_list( 'Casino', ['YES', 'NO']) free_internet = tf.feature_column.categorical_column_with_vocabulary_list( 'Free_internet', ['YES', 'NO']) hotel_name = tf.feature_column.categorical_column_with_vocabulary_list( 'Hotel_name', ['Circus Circus Hotel & Casino Las Vegas', 'Excalibur Hotel & Casino', 'Tuscany Las Vegas Suites & Casino', 'Hilton Grand Vacations at the Flamingo', 'Monte Carlo Resort&Casino', 'Treasure Island- TI Hotel & Casino', 'Tropicana Las Vegas - A Double Tree by Hilton Hotel', 'Paris Las Vegas', 'The Westin las Vegas Hotel Casino & Spa', 'Caesars Palace', 'The Cosmopolitan Las Vegas', 'The Palazzo Resort Hotel Casino', 'Wynn Las Vegas', 'Trump International Hotel Las Vegas', 'Encore at wynn Las Vegas', 'The Venetian Las Vegas Hotel', 'Bellagio Las Vegas',"Marriott's Grand Chateau", 'Wyndham Grand Desert', 'The Cromwell'] ) hotel_stars = tf.feature_column.numeric_column( 'Hotel_stars', [1, 2, 3, 4, 5]) review_month = tf.feature_column.categorical_column_with_vocabulary_list( 'Review_month', ['January', 'February', 'March', 'April', 'May', 'June', 'July', 'August', 'September', 'October', 'November', 'December'] ) base_columns = [score, traveler_type, stay_period, pool, gym, tennis_court, spa, casino, free_internet, hotel_name, hotel_stars, review_month] columns = [] for i in base_columns: columns.append(tf.feature_column.indicator_column(i)) def input_fn(features, labels, batch_size): dataset = tf.data.Dataset.from_tensor_slices((dict(features), labels)) print(dataset) return dataset classifier = tf.estimator.DNNClassifier( feature_columns = columns, hidden_units = [10, 10], n_classes = 5 ) classifier.train( input_fn =lambda: input_fn(train_x, train_y, 25) ) 
error output
WARNING:tensorflow:Using temporary folder as model directory: /tmp/tmp1ddsrs2t  Traceback (most recent call last): File "testCSVGrab.py", line 104, in  input_fn =lambda: input_fn(train_x, train_y, 25) File "/home/guak/tensorFlow/lib/python3.5/site-packages/tensorflow/python/estimatoestimator.py", line 352, in train loss = self._train_model(input_fn, hooks, saving_listeners) File "/home/guak/tensorFlow/lib/python3.5/site-packages/tensorflow/python/estimatoestimator.py", line 812, in _train_model features, labels, model_fn_lib.ModeKeys.TRAIN, self.config) File "/home/guak/tensorFlow/lib/python3.5/site-packages/tensorflow/python/estimatoestimator.py", line 793, in _call_model_fn model_fn_results = self._model_fn(features=features, **kwargs) File "/home/guak/tensorFlow/lib/python3.5/site-packages/tensorflow/python/estimatocanned/dnn.py", line 354, in _model_fn config=config) File "/home/guak/tensorFlow/lib/python3.5/site-packages/tensorflow/python/estimatocanned/dnn.py", line 185, in _dnn_model_fn logits = logit_fn(features=features, mode=mode) File "/home/guak/tensorFlow/lib/python3.5/site-packages/tensorflow/python/estimatocanned/dnn.py", line 91, in dnn_logit_fn features=features, feature_columns=feature_columns) File "/home/guak/tensorFlow/lib/python3.5/site-packages/tensorflow/python/feature_column/feature_column.py", line 273, in input_layer trainable, cols_to_vars) File "/home/guak/tensorFlow/lib/python3.5/site-packages/tensorflow/python/feature_column/feature_column.py", line 198, in _internal_input_layer trainable=trainable) File "/home/guak/tensorFlow/lib/python3.5/site-packages/tensorflow/python/feature_column/feature_column.py", line 2973, in _get_dense_tensor return inputs.get(self) File "/home/guak/tensorFlow/lib/python3.5/site-packages/tensorflow/python/feature_column/feature_column.py", line 1883, in get transformed = column._transform_feature(self) # pylint: disable=protected-access File "/home/guak/tensorFlow/lib/python3.5/site-packages/tensorflow/python/feature_column/feature_column.py", line 2916, in _transform_feature id_weight_pair = self.categorical_column._get_sparse_tensors(inputs) # pylint: disable=protected-access File "/home/guak/tensorFlow/lib/python3.5/site-packages/tensorflow/python/feature_column/feature_column.py", line 2559, in _get_sparse_tensors return _CategoricalColumn.IdWeightPair(inputs.get(self), None) File "/home/guak/tensorFlow/lib/python3.5/site-packages/tensorflow/python/feature_column/feature_column.py", line 1883, in get transformed = column._transform_feature(self) # pylint: disable=protected-access File "/home/guak/tensorFlow/lib/python3.5/site-packages/tensorflow/python/feature_column/feature_column.py", line 2527, in _transform_feature input_tensor = _to_sparse_input(inputs.get(self.key)) File "/home/guak/tensorFlow/lib/python3.5/site-packages/tensorflow/python/feature_column/feature_column.py", line 1870, in get feature_tensor = self._get_raw_feature_as_tensor(key) File "/home/guak/tensorFlow/lib/python3.5/site-packages/tensorflow/python/feature_column/feature_column.py", line 1924, in _get_raw_feature_as_tensor key, feature_tensor)) ValueError: Feature (key: Casino) cannot have rank 0. Give: Tensor("IteratorGetNext:0", shape=(), dtype=string) 
forgot to add sample data
5.0,Dec-Feb,Friends,NO,YES,NO,NO,YES,YES,Circus Circus Hotel & Casino Las Vegas,3.0,January 3.0,Dec-Feb,Business,NO,YES,NO,NO,YES,YES,Circus Circus Hotel & Casino Las Vegas,3.0,January 4.0,Dec-Feb,Families,NO,YES,NO,NO,YES,YES,Circus Circus Hotel & Casino Las Vegas,3.0,December 2.0,Dec-Feb,Couples,NO,YES,NO,NO,YES,YES,Circus Circus Hotel & Casino Las Vegas,3.0,December 4.0,Dec-Feb,Couples,YES,YES,NO,YES,YES,YES,Excalibur Hotel & Casino,3.0,January 4.0,Dec-Feb,Business,YES,YES,NO,YES,YES,YES,Excalibur Hotel & Casino,3.0,January 5.0,Dec-Feb,Couples,YES,YES,NO,YES,YES,YES,Excalibur Hotel & Casino,3.0,February 3.0,Dec-Feb,Business,YES,YES,NO,YES,YES,YES,Excalibur Hotel & Casino,3.0,February 
submitted by odiepus to MLQuestions [link] [comments]

Where are you staying and what are you paying?

I figured we could make a thread on what everyone is paying for what. Maybe if we could follow a format:
Hotel | Days | Avg per night (incl tax, resort fees) | Room Type | Number of People |
Comments
I'll start...
Luxor | Thur-Tue | $252.60 | Pyramid Suite - 2 Queen Beds | 4 |
The price online with taxes and resort fees is $299, but if you call them up you can get them to waive the extra person fees for the third and fourth person.
Adding the resort fees from another thread... Please include these in your per night price!
Hotels in Las Vegas that DO NOT have resort fees:
· Bally's · Bill's · Caesars Palace · Casino Royale · The Cosmopolitan · The California · El Cortez · Elara · The Flamingo · Golden Gate · Golden Nugget · Harrah's · Imperial Palace · LVH · M Resort · Main Street Station · Planet Hollywood · The Platinum Hotel and Spa · Rio Las Vegas · South Point * added - Paris, pretty sure no fees(correct me if I'm wrong)
Hotels that DO CHARGE Resort Fees (Hidden fee charged per day+tax that they do not tell you about in advance):
· ARIA:$25
· ARTISAN BOUTIQUE HOTEL: $9.95
· BELLAGIO: $25
· CIRCUS, CIRCUS: $8.95
· ENCORE LAS VEGAS:$25
· EXCALIBUR LAS VEGAS:$15
· FOUR SEASONS AT MANDALAY BAY: $20
· GREEN VALLEY RANCH: $24.99
· HARD ROCK LAS VEGAS: $24.64
· HOOTERS: $9.95
· LUXOR: $18
· MANDALAY BAY: $25.
· MANDARIN ORIENTAL: $24
· MGM GRAND: $25
· MIRAGE: $25.
· MONTE CARLO: $20.
· NEW YORK, NEW YORK: $18.
· PALACE STATION: $14.99
· PALAZZO: $20
· PALMS PLACE: $15
· PLAZA: $10
· RAVELLA: $22
· RED ROCK: $24.99
· RIVIERA: $11
· RUMOR RESORT: $11.99
· THE SIGNATURE AT MGM GRAND: $25
· SILVERTON: $7.50
· STRATOSPHERE: $7.50
· THEhotel AT MANDALAY BAY: $25
· THE PALMS: $20
· TUSCANY SUITES: $14
· TREASURE ISLAND: $25
· TROPICANA:$19.99
· TRUMP:$25
· VDARA: $25
· VENETIAN LAS VEGAS: $20
· WESTIN CASUARINA: $11.50
· WYNN LAS VEGAS: $25
submitted by tconsolazio to electricdaisycarnival [link] [comments]

Almost time to book rooms for EDC 2013. Here's a list of hotels with and without resort fees - hidden fees charged each day +tax

Update the list if needed. Hotels in Las Vegas that DO NOT have resort fees:
· Bally's · Bill's · Caesars Palace · Casino Royale · The Cosmopolitan · The California · El Cortez · Elara · The Flamingo · Golden Gate · Golden Nugget · Harrah's · Imperial Palace · LVH · M Resort · Main Street Station · Planet Hollywood · The Platinum Hotel and Spa · Rio Las Vegas · South Point * added - Paris, pretty sure no fees(correct me if I'm wrong)
Hotels that DO CHARGE Resort Fees (Hidden fee charged per day+tax that they do not tell you about in advance):
· ARIA:$25
· ARTISAN BOUTIQUE HOTEL: $9.95
· BELLAGIO: $25
· CIRCUS, CIRCUS: $8.95
· ENCORE LAS VEGAS:$25
· EXCALIBUR LAS VEGAS:$15
· FOUR SEASONS AT MANDALAY BAY: $20
· GREEN VALLEY RANCH: $24.99
· HARD ROCK LAS VEGAS: $24.64
· HOOTERS: $9.95
· LUXOR: $18
· MANDALAY BAY: $25.
· MANDARIN ORIENTAL: $24
· MGM GRAND: $25
· MIRAGE: $25.
· MONTE CARLO: $20.
· NEW YORK, NEW YORK: $18.
· PALACE STATION: $14.99
· PALAZZO: $20
· PALMS PLACE: $15
· PLAZA: $10
· RAVELLA: $22
· RED ROCK: $24.99
· RIVIERA: $11
· RUMOR RESORT: $11.99
· THE SIGNATURE AT MGM GRAND: $25
· SILVERTON: $7.50
· STRATOSPHERE: $7.50
· THEhotel AT MANDALAY BAY: $25
· THE PALMS: $20
· TUSCANY SUITES: $14
· TREASURE ISLAND: $25
· TROPICANA:$19.99
· TRUMP:$25
· VDARA: $25
· VENETIAN LAS VEGAS: $20
· WESTIN CASUARINA: $11.50
· WYNN LAS VEGAS: $25
submitted by HunterFBombson to electricdaisycarnival [link] [comments]

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